Home » Oreps » Light Gbm » All Releases » v3.1.1 Release

microsoft/lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Watch

Basic Details Issues Addressed Top Contributors Directory Browser Release Notes

Light Gbm v3.1.1

Light Gbm: v3.1.1 Release

Release date:

December 8, 2020

Previous version:

v3.1.0 (released November 16, 2020)

Magnitude:

2,265 Diff Delta

Contributors:

11 total committers

Data confidence:

Commits:

34 Commits in this Release

Ordered by the degree to which they evolved the repo in this version.

[R-package] Update remaining internal function calls to use keyword arguments (#3617)

Authored December 1, 2020

[R-package] {lightgbm} is now available on CRAN (fixes #629) (#3612)

Authored November 30, 2020

[refactor] Reduce code duplication in c_api.cpp (#3539)

Authored November 24, 2020

[python] Allow to build Python wheel package (#3594)

Authored November 26, 2020

[R-package] Use command-line args to customize CMake builds (fixes #2441) (#3574)

Authored November 29, 2020

Fix #3557 and potential issue with dense multi-val feature groups. (#3590)

Authored November 24, 2020

[R package] update lgb.Dataset.R to use keyword arguments (#3607)

Authored November 29, 2020

Check max_bin, etc. match config when using binary (#3592)

Authored December 5, 2020

[ci] remove conda from R CI jobs (#3573)

Authored November 17, 2020

fix deterministic, part2 (#3578)

Authored November 23, 2020

fix max_block_size in train states (fix #3570) (#3575)

Authored November 23, 2020

[R-package] fix partial matching of keyword arguments in lgb.cv() (fixes #3629) (#3630)

Authored December 7, 2020

[R-package] Update lgb.model.dt.tree.R to use keyword arguments (#3605)

Authored November 28, 2020

[ci] test 32-bit R in CI (#3588)

Authored November 23, 2020

use keyword arguments for internal functions in utils.R (#3604)

Authored November 28, 2020

[R-package] construct dataset earlier in lgb.train and lgb.cv (fixes #3583) (#3598)

Authored December 1, 2020

[ci] add credentials to gitignore (#3620)

Authored December 2, 2020

small R Docker cleanup (#3582)

Authored November 21, 2020

[R-package] Remove CLI-only objects (#3566)

Authored November 21, 2020

[python][docs] more detailed docs for trees_to_dataframe(), create_tree_digraph(), plot_tree() (#3618)

Authored December 7, 2020

release 3.1.1 (#3611)

Authored December 8, 2020

[docs] Add new badges (#3610)

Authored November 30, 2020

[ci] Fix missing git install in R artifact job (fixes #3567) (#3587)

Authored November 22, 2020

bump version for development (#3568)

Authored November 18, 2020

fix typo in dataset checks (#3631)

Authored December 7, 2020

[R-package][tests] update values in valgrind test (#3600)

Authored November 27, 2020

[ci] remove unnecessary environment variables in R-package CI (#3602)

Authored November 27, 2020

[R-package] use as.factor() instead of factor() in lgb.cv() (#3560)

Authored November 29, 2020

[docs] add link to lightgbm4j to readme (#3597)

Authored November 25, 2020

[docs][R-package] fix typo (#3609)

Authored November 29, 2020

[docs] update documentation with AUC-mu, average precision (#3627)

Authored December 4, 2020

[python] cut unnecessary files to reduce package size (#3579)

Authored November 19, 2020

fix regex in MANIFEST file (#3593)

Authored November 24, 2020

[refactor] SWIG - Split pointer manipulation to individual .i file (#3538)

Authored November 24, 2020

Browse Other Releases

Latest Pending Unreleased 😎

v3.3.1 Released October 27, 2021

727 Δ

v3.3.0 Released October 9, 2021

17,227 Δ

v3.2.1 Released April 12, 2021

2,041 Δ

v3.2.0 Released March 22, 2021

16,241 Δ

v3.1.1 Released December 8, 2020

2,265 Δ

v3.1.0 Released November 16, 2020

10,865 Δ

v3.0.0 Released August 30, 2020

1,466 Δ

v3.0.0rc1 Released August 7, 2020

33,868 Δ

v2.3.1 Released November 26, 2019

4,213 Δ

v2.3.0 Released September 29, 2019

13,222 Δ

Top Contributors in v3.1.1

jameslamb

zenggyu

AlbertoEAF

shiyu1994

dolfinus

cyfdecyf

guolinke

StrikerRUS

mfrasco6

tonyk7440

Directory Browser for v3.1.1

We haven't yet finished calculating and confirming the files and directories changed in this release. Please check back soon.

Release Notes Published

Changes

💡 New Features

[R-package] {lightgbm} is now available on CRAN (fixes #629) @jameslamb (#3612)
[R-package] Use command-line args to customize CMake builds (fixes #2441) @jameslamb (#3574)
[python] Allow to build Python wheel package @dolfinus (#3594)

🚀 Efficiency Improvement

[R-package] use as.factor() instead of factor() in lgb.cv() @jameslamb (#3560)

🐛 Bug Fixes

[R-package] fix partial matching of keyword arguments in lgb.cv() (fixes #3629) @jameslamb (#3630)
fix typo in dataset checks @StrikerRUS (#3631)
Check max_bin, etc. match config when using binary @cyfdecyf (#3592)
[R-package] construct dataset earlier in lgb.train and lgb.cv (fixes #3583) @tonyk7440 (#3598)
[python] fix regex in MANIFEST file @StrikerRUS (#3593)
Fix #3557 and potential issue with dense multi-val feature groups. @shiyu1994 (#3590)
fix deterministic, part2 @guolinke (#3578)
remove max_block_size_ in train states (fix #3570) @shiyu1994 (#3575)

📖 Documentation

[python] more detailed docs for trees_to_dataframe(), create_tree_digraph(), plot_tree() @jameslamb (#3618)
[docs] update documentation with AUC-mu, average precision @jameslamb (#3627)
[docs] Add new badges @StrikerRUS (#3610)
[docs][R-package] fix typo @StrikerRUS (#3609)
[docs] add link to lightgbm4j to readme @shuttie (#3597)

🧰 Maintenance

release 3.1.1 @jameslamb (#3611)
[ci] add credentials to gitignore @jameslamb (#3620)
[R-package] Update remaining internal function calls to use keyword arguments @zenggyu (#3617)
[R package] update lgb.Dataset.R to use keyword arguments @zenggyu (#3607)
[R-package] Update lgb.model.dt.tree.R to use keyword arguments @zenggyu (#3605)
[R-package] use keyword arguments for internal functions in utils.R @mfrasco6 (#3604)
[ci] remove unnecessary environment variables in R-package CI @jameslamb (#3602)
[R-package][tests] update values in valgrind test @StrikerRUS (#3600)
[refactor] Reduce code duplication in c_api.cpp @AlbertoEAF (#3539)
[refactor] SWIG - Split pointer manipulation to individual .i file @AlbertoEAF (#3538)
[ci] test 32-bit R in CI @jameslamb (#3588)
[ci] Fix missing git install in R artifact job (fixes #3567) @jameslamb (#3587)
[R-package] Remove CLI-only objects @jameslamb (#3566)
small R Docker cleanup @StrikerRUS (#3582)
[python] remove unnecessary files to reduce sdist size @jameslamb (#3579)
bump version for development @guolinke (#3568)
[ci] remove conda from R CI jobs @jameslamb (#3573)